TY - JOUR
T1 - A Systematic Review of MRI Neuroimaging for Education Research
AU - Wu, Ching Lin
AU - Lin, Tzung Jin
AU - Chiou, Guo Li
AU - Lee, Chia Ying
AU - Luan, Hui
AU - Tsai, Meng Jung
AU - Potvin, Patrice
AU - Tsai, Chin Chung
N1 - Publisher Copyright:
© Copyright © 2021 Wu, Lin, Chiou, Lee, Luan, Tsai, Potvin and Tsai.
PY - 2021/5/20
Y1 - 2021/5/20
N2 - This study aims to disclose how the magnetic resonance imaging (MRI) neuroimaging approach has been applied in education studies, and what kind of learning themes has been investigated in the reviewed MRI neuroimaging research. Based on the keywords “brain or neuroimaging or neuroscience” and “MRI or diffusion tensor imaging (DTI) or white matter or gray matter or resting-state,” a total of 25 papers were selected from the subject areas “Educational Psychology” and “Education and Educational Research” from the Web of Science and Scopus from 2000 to 2019. Content analysis showed that MRI neuroimaging and learning were studied under the following three major topics and nine subtopics: cognitive function (language, creativity, music, physical activity), science education (mathematical learning, biology learning, physics learning), and brain development (parenting, personality development). As for the type of MRI neuroimaging research, the most frequently used approaches were functional MRI, followed by structural MRI and DTI, although the choice of approach was often motivated by the specific research question. Research development trends show that the neural plasticity theme has become more prominent recently. This study concludes that in educational research, the MRI neuroimaging approach provides objective and empirical evidence to connect learning processes, outcomes, and brain mechanisms.
AB - This study aims to disclose how the magnetic resonance imaging (MRI) neuroimaging approach has been applied in education studies, and what kind of learning themes has been investigated in the reviewed MRI neuroimaging research. Based on the keywords “brain or neuroimaging or neuroscience” and “MRI or diffusion tensor imaging (DTI) or white matter or gray matter or resting-state,” a total of 25 papers were selected from the subject areas “Educational Psychology” and “Education and Educational Research” from the Web of Science and Scopus from 2000 to 2019. Content analysis showed that MRI neuroimaging and learning were studied under the following three major topics and nine subtopics: cognitive function (language, creativity, music, physical activity), science education (mathematical learning, biology learning, physics learning), and brain development (parenting, personality development). As for the type of MRI neuroimaging research, the most frequently used approaches were functional MRI, followed by structural MRI and DTI, although the choice of approach was often motivated by the specific research question. Research development trends show that the neural plasticity theme has become more prominent recently. This study concludes that in educational research, the MRI neuroimaging approach provides objective and empirical evidence to connect learning processes, outcomes, and brain mechanisms.
KW - DTI
KW - MRI
KW - education research
KW - learning
KW - neuroimaging
UR - http://www.scopus.com/inward/record.url?scp=85107275792&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85107275792&partnerID=8YFLogxK
U2 - 10.3389/fpsyg.2021.617599
DO - 10.3389/fpsyg.2021.617599
M3 - Review article
AN - SCOPUS:85107275792
SN - 1664-1078
VL - 12
JO - Frontiers in Psychology
JF - Frontiers in Psychology
M1 - 617599
ER -